Services

πŸ›‘οΈ Data Strategy & Governance

Data architecture audits, GDPR-compliant management and quality frameworks.

GDPRCompliant
100%Role-based access
24/7Quality monitoring
Data Strategy & Governance
Why this matters

Why Data Strategy & Governance?

Data becomes a risk when no one knows where it comes from, who uses it or whether it is current. Regulation like GDPR requires control, and AI projects fail without a trustworthy data foundation.

We build a data strategy and governance model: clear ownership, access rights, quality rules and documentation. Data becomes secure, compliant and AI-ready.

We deliver data governance solutions from idea all the way to production. We start from the business goal, build a scoped version, measure the result and only then expand. This ensures the solution delivers measurable value rather than remaining an experiment.

We do not start from technology but from your goal. Before we write a line of code, we agree together what problem we are solving, who it benefits and how success is measured. This saves time and money, because we build only what delivers value.

A solution nobody can maintain is not a finished solution. That is why we document the work, train your team and build the system so it can be developed without us. Our goal is that data governance keeps delivering value long after our engagement.

Benefits

What you get

βœ“

GDPR readiness

A concrete benefit the solution delivers for your business from the start.

βœ“

Clear permissions

A concrete benefit the solution delivers for your business from the start.

βœ“

Traceability

A concrete benefit the solution delivers for your business from the start.

βœ“

AI-ready data

A concrete benefit the solution delivers for your business from the start.

Challenges

Problems we solve

!

Unclear ownership

Nobody knows who is responsible for which data.

!

GDPR risk

Personal data processing is undocumented and uncontrolled.

!

Uncontrolled access

Too many people access data without clear roles.

!

No traceability

It is unknown where data comes from or how it changed.

Deliverables

What's included

Every engagement is different, but a typical data governance project includes clear deliverables so you know exactly what you get. We agree the scope together in advance and do not promise more than we can deliver.

  • βœ“A clear definition of goals and metrics
  • βœ“A working solution deployed to production
  • βœ“Documentation and training for your team
  • βœ“Monitoring and support for an agreed period
How We Work

How we work

1

Data audit

We establish what data exists, where and who uses it.

2

Strategy

We define the goals and principles for data.

3

Governance model

We set ownership, roles and responsibilities.

4

Access control

We build permissions and encryption for security.

5

Quality rules

We set rules and monitoring for data integrity.

6

Documentation

We document the data dictionary and processes.

Use Cases

Use cases

GDPR readiness

Ensure personal data processing is compliant.

Data dictionary

A shared definition for every key data field.

Role-based access

The right data for the right people, no one else.

Data lifecycle

Retention and deletion policies for each data type.

Audit readiness

Traceable logs and documentation for audits.

AI readiness

Ensure data is ready and reliable for AI.

Technologies

Technologies

CollibraApache AtlasGreat ExpectationsdbtPostgreSQLPythonGDPRISO 27001
Frequently Asked Questions

Frequently asked

No. We also build the technical permissions, monitoring and quality rules, not just paperwork.
Yes. The governance model supports GDPR requirements, though we do not provide legal advice.
With a data audit: governance cannot be built without a clear picture of the current state.
It depends on organization size. We start with the most important data sets and expand in stages.
It depends on the scope. A scoped first use case is typically ready in a few weeks, while a larger whole is built in stages. We agree the timeline together before starting.
Not necessarily. We handle the technical implementation and train your team to use and maintain the solution. The better you know your own data and processes, the smoother the cooperation is.
We process data in accordance with data protection law and agree on processing in writing. We favour solutions where sensitive data stays under your control, and we avoid unnecessary transfer of information outside.
You receive a documented solution and training so you can continue on your own. We also offer ongoing support and maintenance if you wish, but you do not become dependent on us.
In depth

How we think about it

Technology alone solves nothing; the value of a solution comes from meeting a real business need. That is why our work on data governance always starts from the problem: what you want to achieve, what currently prevents it and how we recognise success. Only when this is clear do we choose methods and tools. This order saves time and money, because we do not build a solution nobody needs.

We build solutions to hold up in production. That means they are observable, traceable and maintainable from the start. We do not deliver a demo that works once in a presentation but breaks at the first edge case. Instead, we test the solution against real scenarios, measure how it behaves and make sure it handles the unexpected gracefully. Reliability is not a feature you add at the end but a principle that guides the whole build.

Finally: we do not want you to become dependent on us. We document the work, train your team and leave a solution that can be understood and developed without us. We offer ongoing support if you want it, but control stays with you. For us, success means the solution keeps delivering value long after our engagement β€” not that we tie you to us.

Related Services

Related services

Ready to get started?

Book a free discovery call with our team.

Schedule a Meeting

Ready to get started?

Book a free discovery call with our team.

Schedule a Meeting β†’

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